Combinatorial effects of multiple enhancer variants in linkage disequilibrium dictate levels of gene expression to confer susceptibility to common traits

被引:274
作者
Corradin, Olivia [1 ]
Saiakhova, Alina [1 ]
Akhtar-Zaidi, Batool [1 ]
Myeroff, Lois [2 ]
Willis, Joseph [2 ,3 ]
Iari, Richard Cowper-Sal [4 ]
Lupien, Mathieu [4 ]
Markowitz, Sanford [1 ,2 ,5 ]
Scacheri, Peter C. [1 ,2 ]
机构
[1] Case Western Reserve Univ, Dept Genet & Genome Sci, Cleveland, OH 44122 USA
[2] Case Western Reserve Univ, Case Comprehens Canc Ctr, Cleveland, OH 44106 USA
[3] Case Western Reserve Univ, Dept Pathol, Cleveland, OH 44122 USA
[4] Univ Hlth Network, Princess Margaret Canc Ctr, Toronto, ON M5G 1L7, Canada
[5] Case Western Reserve Univ, Dept Med, Cleveland, OH 44122 USA
关键词
LONG-RANGE INTERACTION; TRANSCRIPTION FACTORS; LANDSCAPE; GENOMICS; GALAXY;
D O I
10.1101/gr.164079.113
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
DNA variants (SNPs) that predispose to common traits often localize within noncoding regulatory elements such as enhancers. Moreover, loci identified by genome-wide association studies (GWAS) often contain multiple SNPs in linkage disequilibrium (LD), any of which may be causal. Thus, determining the effect of these multiple variant SNPs on target transcript levels has been a major challenge. Here, we provide evidence that for six common autoimmune disorders (rheumatoid arthritis, Crohn's disease, celiac disease, multiple sclerosis, lupus, and ulcerative colitis), the GWAS association arises from multiple polymorphisms in LD that map to clusters of enhancer elements active in the same cell type. This finding suggests a "multiple enhancer variant'' hypothesis for common traits, where several variants in LD impact multiple enhancers and cooperatively affect gene expression. Using a novel method to delineate enhancer-gene interactions, we show that multiple enhancer variants within a given locus typically target the same gene. Using available data from HapMap and B lymphoblasts as a model system, we provide evidence at numerous loci that multiple enhancer variants cooperatively contribute to altered expression of their gene targets. The effects on target transcript levels tend to be modest and can be either gain-or loss-of-function. Additionally, the genes associated with multiple enhancer variants encode proteins that are often functionally related and enriched in common pathways. Overall, the multiple enhancer variant hypothesis offers a new paradigm by which noncoding variants can confer susceptibility to common traits.
引用
收藏
页码:1 / 13
页数:13
相关论文
共 43 条
[1]   Epigenomic Enhancer Profiling Defines a Signature of Colon Cancer [J].
Akhtar-Zaidi, Batool ;
Lari, Richard Cowper-Sal ;
Corradin, Olivia ;
Saiakhova, Alina ;
Bartels, Cynthia F. ;
Balasubramanian, Dheepa ;
Myeroff, Lois ;
Lutterbaugh, James ;
Jarrar, Awad ;
Kalady, Matthew F. ;
Willis, Joseph ;
Moore, Jason H. ;
Tesar, Paul J. ;
Laframboise, Thomas ;
Markowitz, Sanford ;
Lupien, Mathieu ;
Scacheri, Peter C. .
SCIENCE, 2012, 336 (6082) :736-739
[2]   Integrating common and rare genetic variation in diverse human populations [J].
Altshuler, David M. ;
Gibbs, Richard A. ;
Peltonen, Leena ;
Dermitzakis, Emmanouil ;
Schaffner, Stephen F. ;
Yu, Fuli ;
Bonnen, Penelope E. ;
de Bakker, Paul I. W. ;
Deloukas, Panos ;
Gabriel, Stacey B. ;
Gwilliam, Rhian ;
Hunt, Sarah ;
Inouye, Michael ;
Jia, Xiaoming ;
Palotie, Aarno ;
Parkin, Melissa ;
Whittaker, Pamela ;
Chang, Kyle ;
Hawes, Alicia ;
Lewis, Lora R. ;
Ren, Yanru ;
Wheeler, David ;
Muzny, Donna Marie ;
Barnes, Chris ;
Darvishi, Katayoon ;
Hurles, Matthew ;
Korn, Joshua M. ;
Kristiansson, Kati ;
Lee, Charles ;
McCarroll, Steven A. ;
Nemesh, James ;
Keinan, Alon ;
Montgomery, Stephen B. ;
Pollack, Samuela ;
Price, Alkes L. ;
Soranzo, Nicole ;
Gonzaga-Jauregui, Claudia ;
Anttila, Verneri ;
Brodeur, Wendy ;
Daly, Mark J. ;
Leslie, Stephen ;
McVean, Gil ;
Moutsianas, Loukas ;
Nguyen, Huy ;
Zhang, Qingrun ;
Ghori, Mohammed J. R. ;
McGinnis, Ralph ;
McLaren, William ;
Takeuchi, Fumihiko ;
Grossman, Sharon R. .
NATURE, 2010, 467 (7311) :52-58
[3]  
[Anonymous], CURR PROTOC MOL BIOL
[4]   CHD7 cooperates with PBAF to control multipotent neural crest formation [J].
Bajpai, Ruchi ;
Chen, Denise A. ;
Rada-Iglesias, Alvaro ;
Zhang, Junmei ;
Xiong, Yiqin ;
Helms, Jill ;
Chang, Ching-Pin ;
Zhao, Yingming ;
Swigut, Tomek ;
Wysocka, Joanna .
NATURE, 2010, 463 (7283) :958-U135
[5]   From evolutionary genetics to human immunology: how selection shapes host defence genes [J].
Barreiro, Luis B. ;
Quintana-Murci, Lluis .
NATURE REVIEWS GENETICS, 2010, 11 (01) :17-30
[6]   The NIH Roadmap Epigenomics Mapping Consortium [J].
Bernstein, Bradley E. ;
Stamatoyannopoulos, John A. ;
Costello, Joseph F. ;
Ren, Bing ;
Milosavljevic, Aleksandar ;
Meissner, Alexander ;
Kellis, Manolis ;
Marra, Marco A. ;
Beaudet, Arthur L. ;
Ecker, Joseph R. ;
Farnham, Peggy J. ;
Hirst, Martin ;
Lander, Eric S. ;
Mikkelsen, Tarjei S. ;
Thomson, James A. .
NATURE BIOTECHNOLOGY, 2010, 28 (10) :1045-1048
[7]   Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project [J].
Birney, Ewan ;
Stamatoyannopoulos, John A. ;
Dutta, Anindya ;
Guigo, Roderic ;
Gingeras, Thomas R. ;
Margulies, Elliott H. ;
Weng, Zhiping ;
Snyder, Michael ;
Dermitzakis, Emmanouil T. ;
Stamatoyannopoulos, John A. ;
Thurman, Robert E. ;
Kuehn, Michael S. ;
Taylor, Christopher M. ;
Neph, Shane ;
Koch, Christoph M. ;
Asthana, Saurabh ;
Malhotra, Ankit ;
Adzhubei, Ivan ;
Greenbaum, Jason A. ;
Andrews, Robert M. ;
Flicek, Paul ;
Boyle, Patrick J. ;
Cao, Hua ;
Carter, Nigel P. ;
Clelland, Gayle K. ;
Davis, Sean ;
Day, Nathan ;
Dhami, Pawandeep ;
Dillon, Shane C. ;
Dorschner, Michael O. ;
Fiegler, Heike ;
Giresi, Paul G. ;
Goldy, Jeff ;
Hawrylycz, Michael ;
Haydock, Andrew ;
Humbert, Richard ;
James, Keith D. ;
Johnson, Brett E. ;
Johnson, Ericka M. ;
Frum, Tristan T. ;
Rosenzweig, Elizabeth R. ;
Karnani, Neerja ;
Lee, Kirsten ;
Lefebvre, Gregory C. ;
Navas, Patrick A. ;
Neri, Fidencio ;
Parker, Stephen C. J. ;
Sabo, Peter J. ;
Sandstrom, Richard ;
Shafer, Anthony .
NATURE, 2007, 447 (7146) :799-816
[8]   Breast cancer risk-associated SNPs modulate the affinity of chromatin for FOXA1 and alter gene expression [J].
Cowper-Sal-lari, Richard ;
Zhang, Xiaoyang ;
Wright, Jason B. ;
Bailey, Swneke D. ;
Cole, Michael D. ;
Eeckhoute, Jerome ;
Moore, Jason H. ;
Lupien, Mathieu .
NATURE GENETICS, 2012, 44 (11) :1191-1198
[9]   Identifying a High Fraction of the Human Genome to be under Selective Constraint Using GERP plus [J].
Davydov, Eugene V. ;
Goode, David L. ;
Sirota, Marina ;
Cooper, Gregory M. ;
Sidow, Arend ;
Batzoglou, Serafim .
PLOS COMPUTATIONAL BIOLOGY, 2010, 6 (12)
[10]   Mapping and analysis of chromatin state dynamics in nine human cell types [J].
Ernst, Jason ;
Kheradpour, Pouya ;
Mikkelsen, Tarjei S. ;
Shoresh, Noam ;
Ward, Lucas D. ;
Epstein, Charles B. ;
Zhang, Xiaolan ;
Wang, Li ;
Issner, Robbyn ;
Coyne, Michael ;
Ku, Manching ;
Durham, Timothy ;
Kellis, Manolis ;
Bernstein, Bradley E. .
NATURE, 2011, 473 (7345) :43-U52